Google actually removed the option that disables videos that play automatically.

Users have been requesting this feature be re-added to the web client since it was removed to no avail.

Facebook seems to be the most bothersome.

you might go to theVideo options paneland set Auto-Play Videos to Off.

Twitter has a similarsetting located on the main account parameters page.